Surface-based cortical thickness and gyrification mapping with data-driven prediction of cognitive impairment in prediabetes

Our findings suggest that cortical alterations in the ITG and precentral gyrus are evident during the prediabetic stage and relate to early cognitive dysfunction. These results highlight the potential of combining neuroimaging biomarkers and AI models for early detection and intervention in prediabetes-associated cognitive decline.